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prompt-token-efficiency-verifier

Verifies prompt token efficiency. In single-file mode, identifies inefficiencies (redundancy, verbosity). In two-file mode, verifies compression is lossless by comparing original vs compressed.

shell
$ npx -y skills add doodledood/manifest-dev --agent claude-code

Ships with manifest-dev. Installing the plugin gets this agent.

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
How auto-invocation works

Context preview

The summary Claude sees to decide when to auto-load this agent.

Verifies prompt token efficiency. In single-file mode, identifies inefficiencies (redundancy, verbosity). In two-file mode, verifies compression is lossless by comparing original vs compressed.
Ships withmanifest-dev

Loop engineering for Claude Code and other agent CLIs: figure the problem out first, define what done means, then execute and verify every criterion independently.

Get the whole plugin, auto-invoked
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HTML
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MIT
License
16h ago
Last commit
6mo ago
Created

Repo: doodledood/manifest-dev